Evaluation and Observability for AI Apps

This project leverages CometML Opik to build an e2e evaluation and observability pipeline for a RAG application.

Installation and setup

Get API Keys:

• Opik API Key
• Open AI API Key

Install Dependencies: Ensure you have Python 3.11 or later installed.

pip install opik llama-index llama-index-agent-openai llama-index-llms-openai --upgrade --quiet

Running:

You can run the code in notebook demo.ipynb.

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Contribution

Contributions are welcome! Please fork the repository and submit a pull request with your improvements.